Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 0.164894 0.180968 0.198521 0.219220 0.243098 0.269948 0.302660
2025-06-01 0.135782 0.157157 0.182372 0.214747 0.255859 0.307252 0.377903
2025-06-08 0.119077 0.143068 0.172980 0.213909 0.269949 0.346411 0.463323
2025-06-15 0.108351 0.134020 0.167456 0.215647 0.285976 0.389676 0.564872
2025-06-22 0.096325 0.121509 0.155310 0.205836 0.283049 0.403710 0.624193
2025-06-29 0.087468 0.112173 0.146184 0.198648 0.282157 0.419743 0.690575
2025-07-06 0.080777 0.105114 0.139384 0.193778 0.283678 0.439426 0.769411
2025-07-13 0.077917 0.103129 0.139587 0.199456 0.303063 0.494264 0.940557
2025-07-20 0.075777 0.101935 0.140738 0.206622 0.326025 0.561325 1.172057
2025-07-27 0.073674 0.100574 0.141422 0.212970 0.348476 0.633377 1.459646
2025-08-03 0.071473 0.098860 0.141333 0.217874 0.368935 0.707075 1.806062
2025-08-10 0.068274 0.095359 0.138029 0.216596 0.376655 0.753183 2.099514
2025-08-17 0.063743 0.089582 0.130699 0.207461 0.367115 0.755338 2.238798
2025-08-24 0.060499 0.085687 0.126275 0.203398 0.368140 0.786553 2.537629
2025-08-31 0.058114 0.083022 0.123732 0.202640 0.376430 0.840978 3.017110
2025-09-07 0.056324 0.081206 0.122492 0.204254 0.390477 0.917833 3.747547
2025-09-14 0.052998 0.076683 0.116213 0.195160 0.377383 0.905615 3.908958
2025-09-21 0.050285 0.073057 0.111321 0.188490 0.369406 0.908598 4.199865
2025-09-28 0.048086 0.070190 0.107621 0.183965 0.366220 0.927480 4.666259
2025-10-05 0.047452 0.069921 0.108572 0.189240 0.389178 1.049276 6.420831
2025-10-12 0.047022 0.069968 0.110092 0.195890 0.417317 1.207572 9.479346
2025-10-19 0.046493 0.069809 0.111206 0.201775 0.444777 1.382358 14.493329
2025-10-26 0.045812 0.069346 0.111703 0.206318 0.469480 1.564067 22.778569